Browsing Division of Electrical, Electronics, and Computer Science (EECS) by Advisor "Chepuri, Sundeep Prabhakar"

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    • Graph Neural Networks with Parallel Local Neighborhood Aggregations 

      Doshi, Siddhanth Rahul
      Graph neural networks (GNNs) have become very popular for processing and analyzing graph-structured data in the last few years. Using message passing as their basic building blocks that aggregate information from neighborhoods, ...

    • Learning with Multi-domain and Multi-view Graph Data 

      Kadambari, Sai Kiran
      In many applications, we observe large volumes of data supported on irregular (non-Euclidean) domains. In graph signal processing (GSP) and graph machine learning (GML), data is indexed using the nodes of a graph and ...